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Binghan Wu

4 accepted papers

2025

Augmenting Online Algorithms for Knapsack Problem with Total Weight Information

AAAI 2025technical

In this paper, we augment online algorithms for the knapsack problem using the total weight information. The conventional optimal online algorithm achieves the ln(U/L)+1 competitive ratio where L and U are the upper and lower bounds of the value-to-weight ratio. However, it does not consider that de…

Cited by 0SourcePDFScholar
2025

Combinatorial Ski Rental Problem: Robust and Learning-Augmented Algorithms

NeurIPS 2025poster

We introduce and study the Combinatorial Ski Rental (CSR) problem, which involves multiple items that can be rented or purchased, either individually or in combination. At each time step, a decision-maker must make an irrevocable buy-or-rent decision for items that have not yet been purchased, witho…

Cited by 0SourceScholar